Lecture slides
Lecture slides on statistical modeling |

Lecture slides |

- Classical statistics |

- Statistical modeling |

- Point process |

Links |

- Histogram Optimization |

- Kernel Optimization |

- State-space analysis |

- HOME Page |

## Lecture contents## Classical statistics lectures- Hypothesis test 1: t-test, multiple comparison correction, and ANOVA
- Hypothesis test 2: 2-way ANOVA, non-parameteric tests, and guidelines for statistical tests
- Hypothesis test 3: Effect size, power analysis, density estimation
- Principal component analysis
## Statistical modeling lectures## Point process theory |

**Slides of lectures given at RIKEN BSI and Kyoto University**.

Slides for statistical tests are joint work of Kentaro Katahira and Hideaki Shimazaki.

**Slides of lectures given at Kyoto University**

2017 Mar 4 **Brain wakate**

2016 Feb 10 **Introduction to the point process network**

A photo cited from the lecture page of Institute of Statistics and Mathematics. http://www.ism.ac.jp/lectures/27n.html

**2013 Mar 3-12** **Introduction to statistical models of neural spike train dat**a [link]

Two-weeks course at the Institute for Research in Fundamental Sciences, School of Cognitive Sciences